Contrastive Learning

EthoCLIP: Ontology-Enhanced Video-Language Pretraining for Animal Behavior Understanding CVPR 2026 Face-Guided Sentiment Boundary Enhancement for Weakly-Supervised Temporal Sentiment Localization CVPR 2026 FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment CVPR 2026 Farhan Nafis Rayhan at SemEval-2026 Task 13: Supervised Contrastive Learning Approach with Gated Multiclass Decomposition Ensemble Architecture for Code Authorship Identification SemEval 2026 FIGMA: Towards FIne-Grained Music retrievAl ACL 2026 FineLAP: Taming Heterogeneous Supervision for Fine-grained Language-Audio Pretraining ACL 2026 FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning ACL 2026 Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs ACL 2026 From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking CVPR 2026 From Moves to Paths: A Hierarchical Framework for Trajectory Representation Learning UAI 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 GEMCONT: Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery MIDL 2026 Graph Contrastive Learning with Low-Rank Regularization and Low-Rank Attention for Noisy Node Classification UAI 2026 GraPHFormer: A Multimodal Graph Persistent Homology Transformer for the Analysis of Neuroscience Morphologies CVPR 2026 GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling CVPR 2026 Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation CVPR 2026 H2-Surv: Hierarchical Hyperbolic Multimodal Representation Learning for Survival Prediction CVPR 2026 HCL-FF: Hierarchical and Contrastive Learning for Forward-Forward Algorithm CVPR 2026 Hyperbolic Gramian Volumes for Multimodal Alignment CVPR 2026 IIITH Boys at SemEval-2026 Task 4: StoryNet - Understanding Narrative Story Similarity through Symbolic Representations SemEval 2026 Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities ACL 2026 InstAP: Instance-Aware Vision-Language Pre-Train for Spatial-Temporal Understanding CVPR 2026 JoPPO: Hierarchical Photography Assessment via Contrastive Joint Conditional Probabilistic Reinforcement Learning CVPR 2026 L2Dir: Integrating L_2-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval ACL 2026 L3IRIT at SemEval-2026 Task 4: Learning Narrative Similarity from Aligned Film Plot Summaries SemEval 2026